Liang-Chieh (Jay) Chen
Liang-Chieh (Jay) Chen
Research Scientist, Google LA
Verified email at cs.ucla.edu - Homepage
TitleCited byYear
Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs
LC Chen, G Papandreou, I Kokkinos, K Murphy, AL Yuille
IEEE transactions on pattern analysis and machine intelligence 40 (4), 834-848, 2018
35202018
Semantic image segmentation with deep convolutional nets and fully connected crfs
LC Chen, G Papandreou, I Kokkinos, K Murphy, AL Yuille
arXiv preprint arXiv:1412.7062, 2014
20042014
Encoder-decoder with atrous separable convolution for semantic image segmentation
LC Chen, Y Zhu, G Papandreou, F Schroff, H Adam
Proceedings of the European conference on computer vision (ECCV), 801-818, 2018
8862018
Rethinking atrous convolution for semantic image segmentation
LC Chen, G Papandreou, F Schroff, H Adam
arXiv preprint arXiv:1706.05587, 2017
8702017
Mobilenetv2: Inverted residuals and linear bottlenecks
M Sandler, A Howard, M Zhu, A Zhmoginov, LC Chen
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
8222018
Weakly-and semi-supervised learning of a deep convolutional network for semantic image segmentation
G Papandreou, LC Chen, KP Murphy, AL Yuille
Proceedings of the IEEE international conference on computer vision, 1742-1750, 2015
5782015
Attention to scale: Scale-aware semantic image segmentation
LC Chen, Y Yang, J Wang, W Xu, AL Yuille
Proceedings of the IEEE conference on computer vision and pattern …, 2016
4792016
Learning deep structured models
LC Chen, A Schwing, A Yuille, R Urtasun
International Conference on Machine Learning, 1785-1794, 2015
1812015
Semantic image segmentation with task-specific edge detection using cnns and a discriminatively trained domain transform
LC Chen, JT Barron, G Papandreou, K Murphy, AL Yuille
Proceedings of the IEEE conference on computer vision and pattern …, 2016
1722016
Abc-cnn: An attention based convolutional neural network for visual question answering
K Chen, J Wang, LC Chen, H Gao, W Xu, R Nevatia
arXiv preprint arXiv:1511.05960, 2015
1642015
Zoom better to see clearer: Human and object parsing with hierarchical auto-zoom net
F Xia, P Wang, LC Chen, AL Yuille
European Conference on Computer Vision, 648-663, 2016
95*2016
Masklab: Instance segmentation by refining object detection with semantic and direction features
LC Chen, A Hermans, G Papandreou, F Schroff, P Wang, H Adam
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
722018
Searching for efficient multi-scale architectures for dense image prediction
LC Chen, M Collins, Y Zhu, G Papandreou, B Zoph, F Schroff, H Adam, ...
Advances in Neural Information Processing Systems, 8699-8710, 2018
702018
Auto-deeplab: Hierarchical neural architecture search for semantic image segmentation
C Liu, LC Chen, F Schroff, H Adam, W Hua, AL Yuille, L Fei-Fei
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
622019
Beat the mturkers: Automatic image labeling from weak 3d supervision
LC Chen, S Fidler, AL Yuille, R Urtasun
Proceedings of the IEEE conference on computer vision and pattern …, 2014
602014
Personlab: Person pose estimation and instance segmentation with a bottom-up, part-based, geometric embedding model
G Papandreou, T Zhu, LC Chen, S Gidaris, J Tompson, K Murphy
Proceedings of the European Conference on Computer Vision (ECCV), 269-286, 2018
492018
The devil is in the decoder
Z Wojna, V Ferrari, S Guadarrama, N Silberman, LC Chen, A Fathi, ...
arXiv preprint arXiv:1707.05847, 2017
352017
Searching for mobilenetv3
A Howard, M Sandler, G Chu, LC Chen, B Chen, M Tan, W Wang, Y Zhu, ...
arXiv preprint arXiv:1905.02244, 2019
222019
Feelvos: Fast end-to-end embedding learning for video object segmentation
P Voigtlaender, Y Chai, F Schroff, H Adam, B Leibe, LC Chen
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2019
192019
Deeperlab: Single-shot image parser
TJ Yang, MD Collins, Y Zhu, JJ Hwang, T Liu, X Zhang, V Sze, ...
arXiv preprint arXiv:1902.05093, 2019
172019
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